Please use R in your answer.

LOGIT, PROBIT, LOGISTIC MODEL

Sepal Length	Sepal Width	Petal Length	Petal Width	Species
5.1	3.5	1.4	0.2	0
4.6	3.4	1.4	0.3	0
5.8	4	1.2	0.2	0
4.8	3.4	1.9	0.2	0
5.4	3.4	1.5	0.4	0
7	3.2	4.7	1.4	1
4.9	2.4	3.3	1	1
5.6	2.9	3.6	1.3	1
6.5	3	5.5	1.8	1
6.7	3.3	5.7	2.1	1

This is taken from the Iris dataset.

a.) Run a logistic model in R using logit transformation to model the probability of species = '1' as a function of the independent variables.

b.) Given Sepal Length = 5, Sepal Width = 3, Petal Length = 4, Petal Width = 1. Compute the probability that these measurements belong to species '1'.

c.) Repeat a and b using the probit transformation instead of the logit transformation.